cyber-security-problem-statement-1

Automated Malware Analysis Platform

Problem Statement

Objective:

Build an automated malware analysis platform capable of taking a potentially malicious file, running it in a sandbox environment, analyzing its behavior, and providing valuable insights. This platform should classify malware, identify infection patterns, and offer recommendations for mitigating damage.

Project Overview

In cybersecurity, analyzing and understanding malicious files is critical for both defending systems and enhancing threat intelligence. Your task is to create a platform that automates this process by:

• Accepting files for analysis.
• Running these files in a secure, isolated (sandbox) environment.
• Analyzing the file’s behavior during execution.
• Detecting potential malicious patterns, categorizing the malware type, and offering actionable insights.

This system will be a powerful tool for security researchers, analysts, and organizations seeking a proactive defense mechanism against cyber threats.

Functional Requirements

• File Submission Interface: Create a user interface or API endpoint where users can upload files for analysis.
• Sandbox Environment: Develop a sandbox that can securely execute files and monitor their behavior.
• Behavioral Analysis: Track the file's actions, such as system calls, registry modifications, file changes, network connections, and more.
• Malware Classification: Identify and classify the type of malware (e.g., ransomware, trojan, adware, etc.) based on its behavior patterns.
• Report Generation: Provide a comprehensive report that includes:
  • Detected malicious behavior and infection patterns.
  • Malware classification.
  • Possible infection vectors and impacted areas.
  • Recommendations for mitigating or containing damage.
• Security Measures: Ensure that the sandbox and platform cannot be affected or compromised by the malicious files it analyzes.

Non-Functional Requirements

• Scalability: The platform should be capable of handling multiple files and concurrent analyses.
• Performance: The sandbox should efficiently analyze files without extensive delays.
• Isolation and Security: Ensure that the sandbox environment is isolated from the main system to prevent accidental infections.
• User-Friendly Interface: The platform should have a clear, intuitive interface for users to submit files and view reports.

Important Note: This serves only as a reference example. Innovative ideas and unique implementation techniques are highly encouraged and warmly welcomed!

"If you can't fly, then run. If you can't run, then walk. If you can't walk, then crawl, but whatever you do, you have to keep moving." - Martin Luther King Jr